
*cases

FREQUENCIES VARIABLES=dummy 
  /ORDER=ANALYSIS.


*work-life balance MEAN/AVERAGE not used in Hypothesis tests

COMPUTE mdEPT=MEAN(EPT1,EPT2,EPT3,EPT4,EPT5,EPT6,EPT8).
EXECUTE.


*Work from home suport MEAN/AVERAGE - used in Hypothesis tests

COMPUTE mdWFHS=MEAN(WFHS1,WFHS2,WFHS3,WFHS4,WFHS5,WFHS6,WFHS7,WFHS10).
EXECUTE.


*Job Satsifaction MEAN/AVERAGE - used in Hypothesis tests


COMPUTE mdJSAT=MEAN(JSAT1,JSAT2,JSAT3).
EXECUTE.


*STRESS MEAN/AVERAGE not used in Hypothesis tests

COMPUTE mdET=MEAN(ET1,ET2,ET3,ET4,ET5,ET6).
EXECUTE.





*In Harman's single factor test, the percentage of variance associated with the first component (or factor), the one referring to the highest eigenvalue, is compared against the threshold of 0.5.*

https://www.google.com/search?q=harman+one+factor+test&oq=HARMAN+one+&gs_lcrp=EgZjaHJvbWUqCQgBEAAYExiABDIMCAAQRRgTGBYYHhg5MgkIARAAGBMYgAQyDAgCEAAYChgTGBYYHjIKCAMQABgTGBYYHjIMCAQQABgKGBMYFhgeMgwIBRAAGAoYExgWGB4yDAgGEAAYChgTGBYYHjIMCAcQABgKGBMYFhgeMgoICBAAGBMYFhgeMgoICRAAGBMYFhge0gEINTE1OWowajSoAgCwAgA&sourceid=chrome&ie=UTF-8


FACTOR
  /VARIABLES EPT1 EPT2 EPT3 EPT4 EPT5 EPT6 EPT8 JSAT1 JSAT2 JSAT3 ET1 ET2 ET3 ET4 ET5 ET6 WFHS1 WFHS2 WFHS3 
    WFHS4 WFHS5 WFHS6 WFHS7 WFHS10
  /MISSING LISTWISE 
  /ANALYSIS EPT1 EPT2 EPT3 EPT4 EPT5 EPT6 EPT8 JSAT1 JSAT2 JSAT3 ET1 ET2 ET3 ET4 ET5 ET6 WFHS1 WFHS2 WFHS3 
    WFHS4 WFHS5 WFHS6 WFHS7 WFHS10
  /PRINT INITIAL CORRELATION SIG KMO EXTRACTION ROTATION
  /FORMAT BLANK(.40)
  /CRITERIA MINEIGEN(1) ITERATE(25)
  /EXTRACTION PC
  /CRITERIA ITERATE(25)
  /ROTATION VARIMAX
  /METHOD=CORRELATION.



FACTOR
  /VARIABLES EPT1 EPT2 EPT3 EPT4 EPT5 EPT6 EPT8 JSAT1 JSAT2 JSAT3 ET1 ET2 ET3 ET4 ET5 ET6 WFHS1 WFHS2 WFHS3 
    WFHS4 WFHS5 WFHS6 WFHS7 WFHS10
  /MISSING LISTWISE 
  /ANALYSIS EPT1 EPT2 EPT3 EPT4 EPT5 EPT6 EPT8 JSAT1 JSAT2 JSAT3 ET1 ET2 ET3 ET4 ET5 ET6 WFHS1 WFHS2 WFHS3 
    WFHS4 WFHS5 WFHS6 WFHS7 WFHS10
  /PRINT INITIAL CORRELATION SIG KMO EXTRACTION ROTATION
  /FORMAT BLANK(.40)
  /CRITERIA FACTORS(1) ITERATE(25)
  /EXTRACTION PC
  /CRITERIA ITERATE(25)
  /ROTATION VARIMAX
  /METHOD=CORRELATION.



FACTOR
  /VARIABLES EPT1 EPT2 EPT3 EPT4 EPT5 EPT6 EPT8 JSAT1 JSAT2 JSAT3 ET1 ET2 ET3 ET4 ET5 ET6 WFHS1 WFHS2 WFHS3 
    WFHS4 WFHS5 WFHS6 WFHS7 WFHS10
  /MISSING LISTWISE 
  /ANALYSIS EPT1 EPT2 EPT3 EPT4 EPT5 EPT6 EPT8 JSAT1 JSAT2 JSAT3 ET1 ET2 ET3 ET4 ET5 ET6 WFHS1 WFHS2 WFHS3 
    WFHS4 WFHS5 WFHS6 WFHS7 WFHS10
  /PRINT INITIAL SIG KMO EXTRACTION
  /FORMAT BLANK(.40)
  /CRITERIA FACTORS(1) ITERATE(25)
  /EXTRACTION PC
  /ROTATION NOROTATE
  /METHOD=CORRELATION.



*Descriptive analyses

FREQUENCIES VARIABLES=country gender_label marital_status 
  /ORDER=ANALYSIS.

EXAMINE VARIABLES=mdJSAT mdWFHS 
  /PLOT BOXPLOT STEMLEAF NPPLOT 
  /COMPARE GROUPS 
  /STATISTICS DESCRIPTIVES 
  /CINTERVAL 95 
  /MISSING LISTWISE 
  /NOTOTAL.



*Test for initial model (model 1)

REGRESSION
  /MISSING LISTWISE
  /STATISTICS COEFF OUTS CI(95) R ANOVA
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN 
  /DEPENDENT mdJSAT
  /METHOD=ENTER mdWFHS.



*Test for model with dummy country variables  (model 2)

REGRESSION
  /MISSING LISTWISE
  /STATISTICS COEFF OUTS CI(95) R ANOVA
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN 
  /DEPENDENT mdJSAT
  /METHOD=ENTER mdWFHS argentina brasil colombia.


*Test for model with sociodemographic and dummy country variables  (model 3)

REGRESSION
  /MISSING LISTWISE
  /STATISTICS COEFF OUTS CI(95) R ANOVA
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN 
  /DEPENDENT mdJSAT
  /METHOD=ENTER mdWFHS argentina brasil colombia gender age time_work married single .


*TEST Hypothesis 1 (H1)
*Even though the test was done using the PROCESS module, it is possible to perform similar analyses this way as well (since PROCESS does not have a syntax "paste" button, they must be run manually).
*because of the bootstrapping it can yeld some differences (although very small/insignificant)
*to perform CONDITIONAL EFFECTS is necessary to use PROCESS

BOOTSTRAP.
REGRESSION
  /MISSING LISTWISE
  /STATISTICS COEFF OUTS CI(95) R ANOVA
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN 
  /DEPENDENT mdJSAT
  /METHOD=ENTER mdWFHS W1IndividualismInGroupCollectivism W1xWFHS argentina brasil colombia.


*TEST Hypothesis 2 (H2)
*Even though the test was done using the PROCESS module, it is possible to perform similar analyses this way as well (since PROCESS does not have a syntax "paste" button, they must be run manually).
*because of the bootstrapping it can yeld some differences (although very small/insignificant)
*to perform CONDITIONAL EFFECTS is necessary to use PROCESS

BOOTSTRAP.
REGRESSION
  /MISSING LISTWISE
  /STATISTICS COEFF OUTS CI(95) R ANOVA
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN 
  /DEPENDENT mdJSAT
  /METHOD=ENTER mdWFHS W4MasculinityGenderEqualitarianismAssertiveness W4xWFHS argentina brasil 
    colombia.


*TEST Hypothesis 3 (H3)
*Even though the test was done using the PROCESS module, it is possible to perform similar analyses this way as well (since PROCESS does not have a syntax "paste" button, they must be run manually).
*because of the bootstrapping it can yeld some differences (although very small/insignificant)
*to perform CONDITIONAL EFFECTS is necessary to use PROCESS

BOOTSTRAP.
REGRESSION
  /MISSING LISTWISE
  /STATISTICS COEFF OUTS CI(95) R ANOVA
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN 
  /DEPENDENT mdJSAT
  /METHOD=ENTER mdWFHS W3Uncertaintyavoidance W3xWFHS argentina brasil colombia.


 

*TEST Hypothesis 4 (H4)
*Even though the test was done using the PROCESS module, it is possible to perform similar analyses this way as well (since PROCESS does not have a syntax "paste" button, they must be run manually).
*because of the bootstrapping it can yeld some differences (although very small/insignificant)


BOOTSTRAP.
REGRESSION
  /MISSING LISTWISE
  /STATISTICS COEFF OUTS CI(95) R ANOVA
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN 
  /DEPENDENT mdJSAT
  /METHOD=ENTER mdWFHS W6Longtermorientationfutureorientatio W6xWFHS argentina brasil colombia.




